Factual error: Adam is outside playing tennis at school. The episode takes place "February 1980 something" and the students are all in shorts and the trees and grass are all lush and green. This wouldn't be the case in February in the suburbs of Philadelphia.
Factual error: Adam narrates that it is "April 5th, 1980-something" and is going to see the new Michael Keaton "Batman" movie with his Grandpa, but "Batman" was released in June 1989, not in April.
The Day After the Day After - S4-E22
Factual error: This episode takes place around Mother's Day, which is in May, but everybody just saw the TV movie "The Day After", which aired November 20, 1983, six months after Mother's Day.
A Wall Street Thanksgiving - S5-E7
Factual error: Adam is excited the new Atari video game of "E.T.: The Extraterrestrial" was just released. In the same episode, Uncle Marvin is telling Barry he just saw the movie "Wall Street." Problem is, the "E.T." Video game was released in December, 1982, while "Wall Street" was released in December, 1987.
The Circle Of Driving Again - S5-E8
Factual error: The show is set sometime in the 1980's, but as Adam drives the family around the neighborhood in his grandfather's car, there are SUV models from the mid-2000's to current passing by them.
Factual error: Adam says it is January 27th, 1980-something, and he is watching the new movie "Cocoon", but the movie was released on June 21st, 1985, not in January.
Uptown Boy - S10-E20
Factual error: Adam kicks the wheel chock from the pickup truck, and it starts to roll back. Based on the ease and speed of the truck rolling, the chock would have been firmly stuck against the tire and would not have moved when Adam kicked it.